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89 search results found

Pytorch Sentiment Analysis ⭐ 4,133

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

Twitter Sentiment Analysis ⭐ 1,322

Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.

Conv Emotion ⭐ 1,146

This repo contains implementation of different architectures for emotion recognition in conversations.

Getting Things Done With Pytorch ⭐ 873

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

Lstm Sentiment Analysis ⭐ 844

Sentiment Analysis with LSTMs in Tensorflow

Stock Market Prediction Web App Using Machine Learning And Sentiment Analysis ⭐ 460

Stock Market Prediction Web App based on Machine Learning and Sentiment Analysis of Tweets (API keys included in code). The front end of the Web App is based on Flask and Wordpress. The App forecasts stock prices of the next seven days for any given stock under NASDAQ or NSE as input by the user. Predictions are made using three algorithms: ARIMA, LSTM, Linear Regression. The Web App combines the predicted prices of the next seven days with the sentiment analysis of tweets to give recommendation

Sentimentanalysis ⭐ 331

文本情感分析

Thesemicolon ⭐ 312

This repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.

Personality Detection ⭐ 273

Implementation of a hierarchical CNN based model to detect Big Five personality traits

🎭 Sentiment Analysis of Twitter data using combined CNN and LSTM Neural Network models

Absapapers ⭐ 268

Worth-reading papers and related awesome resources on aspect-based sentiment analysis (ABSA). 值得一读的方面级情感分析论文与相关资源集合

Multimodal Sentiment Analysis ⭐ 205

Attention-based multimodal fusion for sentiment analysis

Deep Learning For Hackers ⭐ 196

Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)

Datastories Semeval2017 Task4 ⭐ 171

Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".

Contextual Utterance Level Multimodal Sentiment Analysis ⭐ 116

Context-Dependent Sentiment Analysis in User-Generated Videos

Context ⭐ 116

ConText v4: Neural networks for text categorization

Amazon Product Recommender System ⭐ 113

Sentiment analysis on Amazon Review Dataset available at http://snap.stanford.edu/data/web-Amazon.html

Rnn Text Classification Tf ⭐ 112

Tensorflow Implementation of Recurrent Neural Network (Vanilla, LSTM, GRU) for Text Classification

Absa_keras ⭐ 103

Keras Implementation of Aspect based Sentiment Analysis

Dialogue Understanding ⭐ 82

This repository contains PyTorch implementation for the baseline models from the paper Utterance-level Dialogue Understanding: An Empirical Study

Twitter Sentiment Analysis Classical Approach Vs Deep Learning ⭐ 70

This project's aim, is to explore the world of Natural Language Processing (NLP) by building what is known as a Sentiment Analysis Model. We will be implementing and comparing both a Naïve Bayes and a Deep Learning LSTM model.

Pytorch_sentiment_rnn ⭐ 64

Example Recurrent Neural Networks for Sentiment Analysis (Aspect-Based) on SemEval 2014

Kesci Urdu Sentiment Analysis ⭐ 62

sentiment-analysis

Ntua Slp Semeval2018 ⭐ 58

Deep-learning models of NTUA-SLP team submitted in SemEval 2018 tasks 1, 2 and 3.

Movie Review Sentiment Analysis Lstm Pytorch ⭐ 53

Classifying movie reviews as positive or negative using Word2Vec Embeddings & LSTM network

Text Classification Keras ⭐ 50

📚 Text Classification Library with Keras

Charlstm ⭐ 48

Bidirectional Character LSTM for Sentiment Analysis - Tensorflow Implementation

IARM: Inter-Aspect Relation Modeling with Memory Networks in Aspect-Based Sentiment Analysis, EMNLP 2018

Pytorchtree ⭐ 45

Recursive Neural Network and Tree LSTM implementations in pyTorch for sentiment analysis

Sentiment Analysis Of Netflix Reviews ⭐ 39

Sentiment Analysis LSTM recurrent neural network's.

Stock Prediction ⭐ 37

LSTM RNN for sentiment-based stock prediction

Neural Networks ⭐ 34

All about Neural Networks!

Sentiment_analysis_imdb ⭐ 28

Using Bert/Roberta + LSTM/GRU/BiLSTM/TextCNN to do the sentiment analysis on the imdb datasets.

Predicting_bitcoin_market ⭐ 27

Predict bitcoin values using social sentiments (e.g. news and reddit posts)

Fsauor2018 ⭐ 27

基于LSTM网络与自注意力机制对中文评论进行细粒度情感分析

Sentiment Analysis With Lstm In Persian ⭐ 26

sentiment analysis in Persian language by LSTM

Sentiment Analysis Tensorflow ⭐ 26

Sentiment Analysis with a simple LSTM network using TensorFlow

Pban Pytorch ⭐ 24

A Position-aware Bidirectional Attention Network for Aspect-level Sentiment Analysis, PyTorch implementation.

Keras Sentiment Analysis Web Api ⭐ 24

Web api built on flask for keras-based sentiment analysis using Word Embedding, RNN and CNN

Sentiment Analysis Imdb ⭐ 23

Example project of sentiment analysis using LSTM NN on IMDB reviews database

Cnn Lstm Network ⭐ 23

Tensorflow implementation of embed CNN-LSTM network for sentiment analysis task.

Tensorflow Sentiment Analysis On Amazon Reviews Data ⭐ 23

Implementing different RNN models (LSTM,GRU) & Convolution models (Conv1D, Conv2D) on a subset of Amazon Reviews data with TensorFlow on Python 3. A sentiment analysis project.

Code implementation of "SENN: Stock Ensemble-based Neural Network for Stock Market Prediction using Historical Stock Data and Sentiment Analysis"

Deepsentipers ⭐ 22

Repository for the experiments described in the paper named "DeepSentiPers: Novel Deep Learning Models Trained Over Proposed Augmented Persian Sentiment Corpus"

Sentimentanalysis ⭐ 22

Sentiment Analysis: Deep Bi-LSTM+attention model

Lstm Stock Predictor ⭐ 22

Using past price data and sentiment analysis from news and other documents to predict the S&P500 index using a LSTM RNN. Idea replicated from https://arxiv.org/abs/1912.07700 and https://arxiv.org/abs/1010.3003.

Simple Sentiment Analysis ⭐ 21

Simple text polarity classifier on Python

Sentimentanalysis ⭐ 21

(BOW, TF-IDF, Word2Vec, BERT) Word Embeddings + (SVM, Naive Bayes, Decision Tree, Random Forest) Base Classifiers + Pre-trained BERT on Tensorflow Hub + 1-D CNN and Bi-Directional LSTM on IMDB Movie Reviews Dataset

Persian Sentiment Analyzer ⭐ 20

Persian sentiment analysis ( آناکاوی سهش های فارسی | تحلیل احساسات فارسی )

Lstm_attention_tf ⭐ 20

Add attention layer to LSTM/word2vec model for sentiment analysis using tensorflow

Lstm Sentiment Analysis ⭐ 19

LSTM sentiment analysis. Please look at my another repo for SVM and Naive algorithem

Ntua Slp Wassa Iest2018 ⭐ 18

Deep-learning Transfer Learning models of NTUA-SLP team submitted at the IEST of WASSA 2018 at EMNLP 2018.

Political Sentiment ⭐ 18

A deep learning model to detect the political sentiment of written text

Long Texts Sentiment Analysis Roberta ⭐ 16

PyTorch implementation of Sentiment Analysis of the long texts written in Serbian language (which is underused language) using pretrained Multilingual RoBERTa based model (XLM-R) on the small dataset.

Lstm_sentiment Analysis ⭐ 16

Attention-based LSTM model with the Aspect information to solve financial opinion mining problem (WWW 2018 shared task1)

Hands On Nlp With Pytorch ⭐ 15

Collection of Notebooks for Natural Language Processing with PyTorch

Stockpredictionwithsentiment ⭐ 12

This repository delineates the affect of social perception on the stock price of a company

Analyze Turkish Sentiment ⭐ 11

Sentiment Analysis on Turkish Texts using LSTM with Keras

Multichannel ⭐ 11

Multi-channel LSTM-CNN model for Vietnamese sentiment analysis

Stock_price_forecasting_hybrid_model ⭐ 11

Stock closing and opening forecasting using Deep neural network and LSTM(technical indicators included)

Sentence Based Sentiment Analysis ⭐ 11

Sentence Based Sentiment Analysis

Pythorch Text Classification ⭐ 11

对豆瓣影评进行文本分类情感分析，利用爬虫豆瓣爬取评论，进行数据清洗，分词，采用BERT、CNN、LS project for text classification, based on torch 1.7.1

Sentiment Analysis Arabic ⭐ 10

A deep learning (LSTM) sentiment analysis project to determine positive/negative sentiment in Arabic social media content.

Sentiment_analysis ⭐ 9

LSTM，TextCNN，fastText情感分析，模型用 tf_serving 和 flask 部署成web应用

Sentiment Analysis Imdb Review Using Lstm ⭐ 9

Sentiment Analysis For Product Reviews ⭐ 9

Sentiment Analysis using LSTM cells on Recurrent Networks. GloVe word embeddings were used for vector representation of words. Amazon Product Reviews were used as Dataset.

Emosense Semeval2019 Task3 Emocontext ⭐ 9

Deep-learning system presented in "EmoSence at SemEval-2019 Task 3: Bidirectional LSTM Network for Contextual Emotion Detection in Textual Conversations" at SemEval-2019.

Deep_learning_course ⭐ 9

Notebooks pour le cours Deep Learning de zéro à la certification Tensorflow

View_based_sentiment ⭐ 9

View based sentiment analysis(NER + Sentiment Classification)

Amazon Sentiment Analysis ⭐ 9

Sentiment analysis for Amazon product reviews using Word2Vec and LSTM

Treehopper ⭐ 9

A Tree-LSTM-based dependency tree sentiment labeler

Udacity Deep Learning Nanodegree ⭐ 8

The course is contained knowledge that are useful to work on deep learning as an engineer. Simple neural networks & training, CNN, Autoencoders and feature extraction, Transfer learning, RNN, LSTM, NLP, Data augmentation, GANs, Hyperparameter tuning, Model deployment and serving are included in the course.

Twitter Sentiment Analysis ⭐ 8

This project develops a deep learning model that trains on 1.6 million tweets for sentiment analysis to classify any new tweet as either being positive or negative.

Documentclassification ⭐ 8

Implementation CNN and LSTM with character-level feature for document classification model by tensorflow 1.3.0.

Mxnet Sentiment Analysis ⭐ 8

Sentiment Analysis implemented using Gluon and MXNet

Senti Lstm ⭐ 8

Nlp_basics ⭐ 8

Natural Language Processing basic and advance concepts

Sentiment Analysis Imdb Movie Review ⭐ 8

Recurrent Neural Network to classify the sentiments of the IMDb Movie Review.

Sentiment_analysis ⭐ 7

I have built a model which will predict the sentiment of movie reviews. I used Naive-Bayes, SVM, and RNN+LSTM based model to obtain really good result.

Twitter Sentiment Analysis ⭐ 7

Creating a Gradio user interface to predict the sentiment of a tweet

Sentence_classification ⭐ 7

Linguistically Regularized Lstm For Sentiment Classification ⭐ 7

Paper notes: Linguistically Regularized LSTM for Sentiment Classification

Rnn Attention Network ⭐ 7

Here a simple implementation of RNN + attention neural network on IMDB movie reviews.

Keras Quick Startup ⭐ 7

IMDB Sentiment Analysis Using Keras. Just for experience.

Alabasoaya ⭐ 6

📃 SemEval-2016 Task 5 (Team:LeeHungYiGiBun)

Ensemble Roberta Fasttext Vietnamese ⭐ 6

Ensemble PhoBERT with FastText Embedding to improve performance on Vietnamese Sentiment Analysis tasks.

Bsc.project ⭐ 6

sentiment analysis system for tweest about covid vaccine

Security Intelligence On Exchanged Multimedia Messages Based On Deep Learning ⭐ 6

Deep learning (DL) approaches use various processing layers to learn hierarchical representations of data. Recently, many methods and designs of natural language processing (NLP) models have shown significant development, especially in text mining and analysis. For learning vector-space representations of text, there are famous models like Word2vec, GloVe, and fastText. In fact, NLP took a big step forward when BERT and recently GTP-3 came out. Deep Learning algorithms are unable to deal with te

Lstm Tensorflow ⭐ 6

Implementation of Long Short Term Memory networks in Tensorflow

Bert_imdb ⭐ 5

A repo for NLP model Bert.

Sentiment_embeddings ⭐ 5

A scientific benchmark and comparison of the performance of sentiment analysis models in NLP on small to medium datasets

Repository for Configurable Semantic and Sentiment Emotion Detector (ConSSED).

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